Datatron vs. Modelscape Comparison


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About Datatron offers tools and features built from scratch, specifically to make machine learning in production work for you. Most teams discover that there’s more to just deploying models, which is already a very manual and time-consuming task. Datatron offers single model governance and management platform for all of your ML, AI, and Data Science models in production. We help you automate, optimize, and accelerate your ML models to ensure that they are running smoothly and efficiently in production. Data Scientists use a variety of frameworks to build the best models. We support anything you’d build a model with ( e.g. TensorFlow, H2O, Scikit-Learn, and SAS ). Explore models built and uploaded by your data science team, all from one centralized repository. Create a scalable model deployment in just a few clicks. Deploy models built using any language or framework. Make better decisions based on your model performance.	About The Modelscape solution enables financial institutions to reduce the complexity of managing the lifecycle of financial models while improving model documentation, transparency, and compliance. By implementing the solution throughout the model lifecycle, you can use templated model workflows, automated documentation, and artifact linking. Scale algorithms, models, and apps both horizontally and vertically. Provide support for enterprise infrastructure, tooling, and languages such as Python, R, SAS, and MATLAB. Track issues across the model lifecycle with full model lineage, issue, and usage reporting. Use the executive dashboard for model data, custom algorithm execution, automated workflows, and web-based access to a comprehensive, auditable inventory of all models and dependencies. Develop, back-test, and document models and methodologies. Improve transparency, reproducibility, and reusability of models. Automatically generate model documentation and reports.
Platforms Supported Windows Not Supported Mac Not Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Enterprises in search of a solution to automate and accelerate the management of their ML processes	Audience Financial institutions wanting a tool to develop, validate, implement, and monitor models across business lines
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Supported	Pricing No information available. Free Version Not Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Supported Live Online Supported In Person Supported	Training Documentation Supported Webinars Supported Live Online Not Supported In Person Not Supported
Company Information Datatron Founded: 2016 United States www.datatron.com/platform/	Company Information MathWorks United States www.mathworks.com/solutions/finance-and-risk-management/modelscape.html
Alternatives IBM Watson Studio IBM	Alternatives Focus Paragon Business Solutions
Azure Machine Learning Microsoft	Yields.io
scikit-learn	PwC Model Edge PwC
Keepsake Replicate	ValidMind
Fairly View All	Crowe Model Risk Manager Crowe View All
Categories AI Governance Supported Machine Learning Supported Model Risk Management Supported	Categories Financial Modeling Supported Model Risk Management Supported

Integrations Amazon Web Services (AWS) Supported Google Cloud Platform Supported H2O.ai Supported Hadoop Supported MATLAB Not Supported Microsoft Azure Supported MySQL Supported PostgreSQL Supported Python Not Supported R Not Supported SAS Analytics Pro Not Supported SAS Asset Performance Analytics Supported Salesforce Supported TensorFlow Supported Teradata VantageCloud Supported Wipro Promax Supported Show More Integrations View All 12 Integrations	Integrations Amazon Web Services (AWS) Not Supported Google Cloud Platform Not Supported H2O.ai Not Supported Hadoop Not Supported MATLAB Supported Microsoft Azure Not Supported MySQL Not Supported PostgreSQL Not Supported Python Supported R Supported SAS Analytics Pro Supported SAS Asset Performance Analytics Not Supported Salesforce Not Supported TensorFlow Not Supported Teradata VantageCloud Not Supported Wipro Promax Not Supported Show More Integrations View All 4 Integrations
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